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A Company Is Planning to Create a Data Lake in Amazon

question 45

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A company is planning to create a data lake in Amazon S3. The company wants to create tiered storage based on access patterns and cost objectives. The solution must include support for JDBC connections from legacy clients, metadata management that allows federation for access control, and batch-based ETL using PySpark and Scala Operational management should be limited. Which combination of components can meet these requirements? (Choose three.)


Definitions:

Self-Identification

The process by which an individual defines themselves based on their own perceptions and beliefs.

Emotional Engagement

The process of forming deep emotional connections between a brand and its consumers, enhancing loyalty and satisfaction.

Cultural Competence

The ability of an individual or organization to understand, communicate with, and effectively interact with people across cultures, being aware of one's own cultural worldview while gaining knowledge of different cultural practices and worldviews.

Auxiliary Consumption

Secondary or supplemental use of products or services that support or enhance the primary consumption activities.

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